Transformers How to use vroomfondel/Shieldstral-1.0-3B-NVFP4-ModelOpt with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="vroomfondel/Shieldstral-1.0-3B-NVFP4-ModelOpt") # Load model directly
from transformers import AutoProcessor, AutoModelForMultimodalLM
processor = AutoProcessor.from_pretrained("vroomfondel/Shieldstral-1.0-3B-NVFP4-ModelOpt")
model = AutoModelForMultimodalLM.from_pretrained("vroomfondel/Shieldstral-1.0-3B-NVFP4-ModelOpt", device_map="auto") 
